Overview
Brought to you by YData
Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 649 |
| Missing cells | 176 |
| Missing cells (%) | 2.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 55.9 KiB |
| Average record size in memory | 88.2 B |
Variable types
| Numeric | 8 |
|---|---|
| DateTime | 1 |
| Categorical | 2 |
period has constant value "2025-09-30 00:00:00" | Constant |
ZCTA5CE is highly overall correlated with metro_key and 2 other fields | High correlation |
commute_min_proxy is highly overall correlated with long45_share and 1 other fields | High correlation |
long45_share is highly overall correlated with commute_min_proxy and 1 other fields | High correlation |
long60_share is highly overall correlated with commute_min_proxy and 1 other fields | High correlation |
metro_key is highly overall correlated with ZCTA5CE and 1 other fields | High correlation |
metro_name is highly overall correlated with ZCTA5CE and 1 other fields | High correlation |
zori is highly overall correlated with ZCTA5CE | High correlation |
rent_to_income has 12 (1.8%) missing values | Missing |
period has 76 (11.7%) missing values | Missing |
zori has 76 (11.7%) missing values | Missing |
ZCTA5CE has unique values | Unique |
stops_per_km2 has 140 (21.6%) zeros | Zeros |
Reproduction
| Analysis started | 2025-11-07 02:13:13.460859 |
|---|---|
| Analysis finished | 2025-11-07 02:13:25.116854 |
| Duration | 11.66 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
ZCTA5CE
Real number (ℝ)
High correlation Unique
| Distinct | 649 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81865.33 |
| Minimum | 38002 |
|---|---|
| Maximum | 91803 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.2 KiB |
Quantile statistics
| Minimum | 38002 |
|---|---|
| 5-th percentile | 38130 |
| Q1 | 76018 |
| median | 85268 |
| Q3 | 90403 |
| 95-th percentile | 91664.4 |
| Maximum | 91803 |
| Range | 53801 |
| Interquartile range (IQR) | 14385 |
Descriptive statistics
| Standard deviation | 12762.845 |
|---|---|
| Coefficient of variation (CV) | 0.15590049 |
| Kurtosis | 5.5100464 |
| Mean | 81865.33 |
| Median Absolute Deviation (MAD) | 5840 |
| Skewness | -2.3226604 |
| Sum | 53130599 |
| Variance | 1.628902 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 76266 | 1 | 0.2% |
| 85003 | 1 | 0.2% |
| 85004 | 1 | 0.2% |
| 85006 | 1 | 0.2% |
| 85007 | 1 | 0.2% |
| 85008 | 1 | 0.2% |
| 85009 | 1 | 0.2% |
| 85012 | 1 | 0.2% |
| 85013 | 1 | 0.2% |
| 76182 | 1 | 0.2% |
| Other values (639) | 639 |
| Value | Count | Frequency (%) |
| 38002 | 1 | |
| 38016 | 1 | |
| 38017 | 1 | |
| 38018 | 1 | |
| 38028 | 1 | |
| 38049 | 1 | |
| 38053 | 1 | |
| 38057 | 1 | |
| 38060 | 1 | |
| 38066 | 1 |
| Value | Count | Frequency (%) |
| 91803 | 1 | |
| 91801 | 1 | |
| 91792 | 1 | |
| 91791 | 1 | |
| 91790 | 1 | |
| 91789 | 1 | |
| 91780 | 1 | |
| 91776 | 1 | |
| 91775 | 1 | |
| 91773 | 1 |
rent_to_income
Real number (ℝ)
Missing
| Distinct | 637 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 12 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.25975441 |
| Minimum | 0.085952761 |
|---|---|
| Maximum | 0.58021153 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.2 KiB |
Quantile statistics
| Minimum | 0.085952761 |
|---|---|
| 5-th percentile | 0.1760312 |
| Q1 | 0.2255127 |
| median | 0.25580122 |
| Q3 | 0.28992115 |
| 95-th percentile | 0.36056853 |
| Maximum | 0.58021153 |
| Range | 0.49425877 |
| Interquartile range (IQR) | 0.064408458 |
Descriptive statistics
| Standard deviation | 0.057873004 |
|---|---|
| Coefficient of variation (CV) | 0.22279893 |
| Kurtosis | 2.6327244 |
| Mean | 0.25975441 |
| Median Absolute Deviation (MAD) | 0.032643909 |
| Skewness | 0.81659924 |
| Sum | 165.46356 |
| Variance | 0.0033492846 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.2439986198 | 1 | 0.2% |
| 0.2558012154 | 1 | 0.2% |
| 0.2645477492 | 1 | 0.2% |
| 0.3042691193 | 1 | 0.2% |
| 0.2259602057 | 1 | 0.2% |
| 0.2253634006 | 1 | 0.2% |
| 0.2279571606 | 1 | 0.2% |
| 0.3064539491 | 1 | 0.2% |
| 0.232414082 | 1 | 0.2% |
| 0.3030586619 | 1 | 0.2% |
| Other values (627) | 627 | |
| (Missing) | 12 | 1.8% |
| Value | Count | Frequency (%) |
| 0.0859527615 | 1 | |
| 0.1162579473 | 1 | |
| 0.1184976558 | 1 | |
| 0.1250914208 | 1 | |
| 0.1261714286 | 1 | |
| 0.1272110144 | 1 | |
| 0.1327608983 | 1 | |
| 0.1374986803 | 1 | |
| 0.1381277208 | 1 | |
| 0.1387715901 | 1 |
| Value | Count | Frequency (%) |
| 0.5802115266 | 1 | |
| 0.5175441316 | 1 | |
| 0.4927400282 | 1 | |
| 0.4497777047 | 1 | |
| 0.4325312006 | 1 | |
| 0.4318597385 | 1 | |
| 0.4317658537 | 1 | |
| 0.430699102 | 1 | |
| 0.4296818843 | 1 | |
| 0.4236294024 | 1 |
long45_share
Real number (ℝ)
High correlation
| Distinct | 645 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 4 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1666197 |
| Minimum | 0.022607781 |
|---|---|
| Maximum | 0.39450652 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.2 KiB |
Quantile statistics
| Minimum | 0.022607781 |
|---|---|
| 5-th percentile | 0.061826483 |
| Q1 | 0.12264362 |
| median | 0.16671268 |
| Q3 | 0.20398595 |
| 95-th percentile | 0.27543128 |
| Maximum | 0.39450652 |
| Range | 0.37189874 |
| Interquartile range (IQR) | 0.081342331 |
Descriptive statistics
| Standard deviation | 0.063323871 |
|---|---|
| Coefficient of variation (CV) | 0.38005032 |
| Kurtosis | 0.40140728 |
| Mean | 0.1666197 |
| Median Absolute Deviation (MAD) | 0.041082278 |
| Skewness | 0.3468583 |
| Sum | 107.46971 |
| Variance | 0.0040099126 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.1418593309 | 1 | 0.2% |
| 0.1381437751 | 1 | 0.2% |
| 0.1462784713 | 1 | 0.2% |
| 0.1891213809 | 1 | 0.2% |
| 0.1025543637 | 1 | 0.2% |
| 0.1844982893 | 1 | 0.2% |
| 0.07632811302 | 1 | 0.2% |
| 0.08373776365 | 1 | 0.2% |
| 0.06985845139 | 1 | 0.2% |
| 0.1047747558 | 1 | 0.2% |
| Other values (635) | 635 | |
| (Missing) | 4 | 0.6% |
| Value | Count | Frequency (%) |
| 0.02260778128 | 1 | |
| 0.02770603352 | 1 | |
| 0.02994753449 | 1 | |
| 0.03323852215 | 1 | |
| 0.03943820854 | 1 | |
| 0.03995680346 | 1 | |
| 0.04255261803 | 1 | |
| 0.04313226981 | 1 | |
| 0.04524357801 | 1 | |
| 0.04738582354 | 1 |
| Value | Count | Frequency (%) |
| 0.3945065177 | 1 | |
| 0.3762007639 | 1 | |
| 0.3753930682 | 1 | |
| 0.3688711517 | 1 | |
| 0.3654669563 | 1 | |
| 0.3583860759 | 1 | |
| 0.343373494 | 1 | |
| 0.3429256595 | 1 | |
| 0.3382135469 | 1 | |
| 0.3306497987 | 1 |
long60_share
Real number (ℝ)
High correlation
| Distinct | 645 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 4 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1191971 |
| Minimum | 0.012438749 |
|---|---|
| Maximum | 0.30537975 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.2 KiB |
Quantile statistics
| Minimum | 0.012438749 |
|---|---|
| 5-th percentile | 0.043996025 |
| Q1 | 0.081910473 |
| median | 0.1175274 |
| Q3 | 0.14950634 |
| 95-th percentile | 0.20996266 |
| Maximum | 0.30537975 |
| Range | 0.292941 |
| Interquartile range (IQR) | 0.06759587 |
Descriptive statistics
| Standard deviation | 0.050610937 |
|---|---|
| Coefficient of variation (CV) | 0.42459873 |
| Kurtosis | 0.77031141 |
| Mean | 0.1191971 |
| Median Absolute Deviation (MAD) | 0.033272769 |
| Skewness | 0.60160955 |
| Sum | 76.88213 |
| Variance | 0.002561467 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.1108849584 | 1 | 0.2% |
| 0.09785938615 | 1 | 0.2% |
| 0.1130613932 | 1 | 0.2% |
| 0.123738123 | 1 | 0.2% |
| 0.07449786245 | 1 | 0.2% |
| 0.1412913264 | 1 | 0.2% |
| 0.05298596974 | 1 | 0.2% |
| 0.04759615886 | 1 | 0.2% |
| 0.05554327695 | 1 | 0.2% |
| 0.06467643521 | 1 | 0.2% |
| Other values (635) | 635 | |
| (Missing) | 4 | 0.6% |
| Value | Count | Frequency (%) |
| 0.01243874859 | 1 | |
| 0.01577287066 | 1 | |
| 0.01797182315 | 1 | |
| 0.02003901233 | 1 | |
| 0.02087776287 | 1 | |
| 0.02103845333 | 1 | |
| 0.02427493789 | 1 | |
| 0.02672372203 | 1 | |
| 0.02699784017 | 1 | |
| 0.03031844429 | 1 |
| Value | Count | Frequency (%) |
| 0.3053797468 | 1 | |
| 0.3033577769 | 1 | |
| 0.2984473836 | 1 | |
| 0.2972936065 | 1 | |
| 0.2891975902 | 1 | |
| 0.2789725833 | 1 | |
| 0.2754624442 | 1 | |
| 0.2661870504 | 1 | |
| 0.2655185346 | 1 | |
| 0.2529478281 | 1 |
commute_min_proxy
Real number (ℝ)
High correlation
| Distinct | 645 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 4 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.998339 |
| Minimum | 1.5383807 |
|---|---|
| Maximum | 28.313399 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.2 KiB |
Quantile statistics
| Minimum | 1.5383807 |
|---|---|
| 5-th percentile | 4.5678833 |
| Q1 | 8.7316803 |
| median | 12.02484 |
| Q3 | 14.922152 |
| 95-th percentile | 19.963792 |
| Maximum | 28.313399 |
| Range | 26.775018 |
| Interquartile range (IQR) | 6.1904713 |
Descriptive statistics
| Standard deviation | 4.6617326 |
|---|---|
| Coefficient of variation (CV) | 0.38853148 |
| Kurtosis | 0.41204218 |
| Mean | 11.998339 |
| Median Absolute Deviation (MAD) | 3.0109711 |
| Skewness | 0.40640962 |
| Sum | 7738.9289 |
| Variance | 21.73175 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10.62110841 | 1 | 0.2% |
| 9.986977791 | 1 | 0.2% |
| 10.47776429 | 1 | 0.2% |
| 12.93646766 | 1 | 0.2% |
| 7.341529179 | 1 | 0.2% |
| 13.38535172 | 1 | 0.2% |
| 5.717923971 | 1 | 0.2% |
| 5.971926232 | 1 | 0.2% |
| 5.161379822 | 1 | 0.2% |
| 7.309392928 | 1 | 0.2% |
| Other values (635) | 635 | |
| (Missing) | 4 | 0.6% |
| Value | Count | Frequency (%) |
| 1.538380652 | 1 | |
| 2.00113332 | 1 | |
| 2.059869175 | 1 | |
| 2.441422844 | 1 | |
| 2.698704104 | 1 | |
| 2.809227648 | 1 | |
| 2.834150019 | 1 | |
| 2.971612144 | 1 | |
| 3.36047243 | 1 | |
| 3.395032618 | 1 |
| Value | Count | Frequency (%) |
| 28.3133985 | 1 | |
| 27.8499193 | 1 | |
| 27.59611641 | 1 | |
| 26.94541139 | 1 | |
| 26.37232298 | 1 | |
| 26.35275955 | 1 | |
| 26.30264992 | 1 | |
| 24.63389289 | 1 | |
| 24.48574686 | 1 | |
| 23.56425703 | 1 |
ttw_total
Real number (ℝ)
| Distinct | 639 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13333.213 |
| Minimum | 0 |
|---|---|
| Maximum | 44521 |
| Zeros | 4 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1656.6 |
| Q1 | 7229 |
| median | 12618 |
| Q3 | 17946 |
| 95-th percentile | 28047.8 |
| Maximum | 44521 |
| Range | 44521 |
| Interquartile range (IQR) | 10717 |
Descriptive statistics
| Standard deviation | 8172.9074 |
|---|---|
| Coefficient of variation (CV) | 0.6129736 |
| Kurtosis | 0.68395065 |
| Mean | 13333.213 |
| Median Absolute Deviation (MAD) | 5386 |
| Skewness | 0.74992498 |
| Sum | 8653255 |
| Variance | 66796415 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4 | 0.6% |
| 17946 | 2 | 0.3% |
| 9554 | 2 | 0.3% |
| 8949 | 2 | 0.3% |
| 25583 | 2 | 0.3% |
| 1251 | 2 | 0.3% |
| 2860 | 2 | 0.3% |
| 18434 | 2 | 0.3% |
| 29411 | 1 | 0.2% |
| 18879 | 1 | 0.2% |
| Other values (629) | 629 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 99 | 1 | 0.2% |
| 331 | 1 | 0.2% |
| 364 | 1 | 0.2% |
| 412 | 1 | 0.2% |
| 766 | 1 | 0.2% |
| 803 | 1 | 0.2% |
| 829 | 1 | 0.2% |
| 859 | 1 | 0.2% |
| 926 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 44521 | 1 | |
| 42470 | 1 | |
| 41060 | 1 | |
| 40764 | 1 | |
| 39455 | 1 | |
| 39258 | 1 | |
| 38533 | 1 | |
| 37243 | 1 | |
| 37192 | 1 | |
| 36474 | 1 |
period
Date
Constant Missing
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 76 |
| Missing (%) | 11.7% |
| Memory size | 5.2 KiB |
| Minimum | 2025-09-30 00:00:00 |
|---|---|
| Maximum | 2025-09-30 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=1)
zori
Real number (ℝ)
High correlation Missing
| Distinct | 573 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 76 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2335.3887 |
| Minimum | 917.72938 |
|---|---|
| Maximum | 12446.389 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.2 KiB |
Quantile statistics
| Minimum | 917.72938 |
|---|---|
| 5-th percentile | 1293.8449 |
| Q1 | 1671.7149 |
| median | 2137.0833 |
| Q3 | 2755.4559 |
| 95-th percentile | 3743.1624 |
| Maximum | 12446.389 |
| Range | 11528.66 |
| Interquartile range (IQR) | 1083.741 |
Descriptive statistics
| Standard deviation | 1097.5023 |
|---|---|
| Coefficient of variation (CV) | 0.46994415 |
| Kurtosis | 29.197347 |
| Mean | 2335.3887 |
| Median Absolute Deviation (MAD) | 520.61208 |
| Skewness | 4.1931582 |
| Sum | 1338177.7 |
| Variance | 1204511.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1438.695628 | 1 | 0.2% |
| 1450.002646 | 1 | 0.2% |
| 1457.858483 | 1 | 0.2% |
| 1538.611111 | 1 | 0.2% |
| 1580.389167 | 1 | 0.2% |
| 1609.626088 | 1 | 0.2% |
| 1545.961924 | 1 | 0.2% |
| 1253.544358 | 1 | 0.2% |
| 1699.293913 | 1 | 0.2% |
| 1674.933333 | 1 | 0.2% |
| Other values (563) | 563 | |
| (Missing) | 76 | 11.7% |
| Value | Count | Frequency (%) |
| 917.7293771 | 1 | |
| 951.1666667 | 1 | |
| 1002.361111 | 1 | |
| 1056.546405 | 1 | |
| 1075.196078 | 1 | |
| 1095.936941 | 1 | |
| 1108.75 | 1 | |
| 1122.218254 | 1 | |
| 1146.365774 | 1 | |
| 1152.884615 | 1 |
| Value | Count | Frequency (%) |
| 12446.38889 | 1 | |
| 11651.66667 | 1 | |
| 10191.51587 | 1 | |
| 8495.722222 | 1 | |
| 8149.515873 | 1 | |
| 7887.916667 | 1 | |
| 6866.666667 | 1 | |
| 5950 | 1 | |
| 5577.75 | 1 | |
| 4928.740741 | 1 |
stops_per_km2
Real number (ℝ)
Zeros
| Distinct | 510 |
|---|---|
| Distinct (%) | 78.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5197672 |
| Minimum | 0 |
|---|---|
| Maximum | 53.879431 |
| Zeros | 140 |
| Zeros (%) | 21.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.02087042 |
| median | 1.1672943 |
| Q3 | 4.9078713 |
| 95-th percentile | 12.879522 |
| Maximum | 53.879431 |
| Range | 53.879431 |
| Interquartile range (IQR) | 4.8870009 |
Descriptive statistics
| Standard deviation | 5.7939228 |
|---|---|
| Coefficient of variation (CV) | 1.6461097 |
| Kurtosis | 20.015091 |
| Mean | 3.5197672 |
| Median Absolute Deviation (MAD) | 1.1672943 |
| Skewness | 3.6574696 |
| Sum | 2284.3289 |
| Variance | 33.569541 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 140 | 21.6% |
| 6.127955334 | 1 | 0.2% |
| 5.657946459 | 1 | 0.2% |
| 16.70353496 | 1 | 0.2% |
| 13.12034902 | 1 | 0.2% |
| 12.36261171 | 1 | 0.2% |
| 10.39934738 | 1 | 0.2% |
| 7.152469943 | 1 | 0.2% |
| 8.787895202 | 1 | 0.2% |
| 3.432600105 | 1 | 0.2% |
| Other values (500) | 500 |
| Value | Count | Frequency (%) |
| 0 | 140 | |
| 0.0004314973597 | 1 | 0.2% |
| 0.001079077239 | 1 | 0.2% |
| 0.001491378719 | 1 | 0.2% |
| 0.001672653902 | 1 | 0.2% |
| 0.001803375352 | 1 | 0.2% |
| 0.002136952291 | 1 | 0.2% |
| 0.002660313648 | 1 | 0.2% |
| 0.003190100958 | 1 | 0.2% |
| 0.003346168763 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 53.87943121 | 1 | |
| 46.41968392 | 1 | |
| 41.96833066 | 1 | |
| 35.30401286 | 1 | |
| 34.02834009 | 1 | |
| 31.43862445 | 1 | |
| 30.61161348 | 1 | |
| 25.15346512 | 1 | |
| 24.34420356 | 1 | |
| 23.07652051 | 1 |
metro_key
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.2 KiB |
| los_angeles | |
|---|---|
| dallas | |
| phoenix | |
| memphis |
Length
| Max length | 11 |
|---|---|
| Median length | 7 |
| Mean length | 8.3713405 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | phoenix |
|---|---|
| 2nd row | phoenix |
| 3rd row | phoenix |
| 4th row | phoenix |
| 5th row | phoenix |
Common Values
| Value | Count | Frequency (%) |
| los_angeles | 270 | |
| dallas | 190 | |
| phoenix | 150 | |
| memphis | 39 | 6.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| los_angeles | 270 | |
| dallas | 190 | |
| phoenix | 150 | |
| memphis | 39 | 6.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 920 | |
| s | 769 | |
| e | 729 | |
| a | 650 | |
| n | 420 | |
| o | 420 | |
| _ | 270 | 5.0% |
| g | 270 | 5.0% |
| d | 190 | 3.5% |
| p | 189 | 3.5% |
| Other values (4) | 606 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5433 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| l | 920 | |
| s | 769 | |
| e | 729 | |
| a | 650 | |
| n | 420 | |
| o | 420 | |
| _ | 270 | 5.0% |
| g | 270 | 5.0% |
| d | 190 | 3.5% |
| p | 189 | 3.5% |
| Other values (4) | 606 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5433 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| l | 920 | |
| s | 769 | |
| e | 729 | |
| a | 650 | |
| n | 420 | |
| o | 420 | |
| _ | 270 | 5.0% |
| g | 270 | 5.0% |
| d | 190 | 3.5% |
| p | 189 | 3.5% |
| Other values (4) | 606 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5433 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| l | 920 | |
| s | 769 | |
| e | 729 | |
| a | 650 | |
| n | 420 | |
| o | 420 | |
| _ | 270 | 5.0% |
| g | 270 | 5.0% |
| d | 190 | 3.5% |
| p | 189 | 3.5% |
| Other values (4) | 606 |
metro_name
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.2 KiB |
| Los Angeles-Long Beach-Anaheim, CA | |
|---|---|
| Dallas-Fort Worth-Arlington, TX | |
| Phoenix-Mesa-Chandler, AZ | |
| Memphis, TN-MS-AR |
Length
| Max length | 34 |
|---|---|
| Median length | 31 |
| Mean length | 30.020031 |
| Min length | 17 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Phoenix-Mesa-Chandler, AZ |
|---|---|
| 2nd row | Phoenix-Mesa-Chandler, AZ |
| 3rd row | Phoenix-Mesa-Chandler, AZ |
| 4th row | Phoenix-Mesa-Chandler, AZ |
| 5th row | Phoenix-Mesa-Chandler, AZ |
Common Values
| Value | Count | Frequency (%) |
| Los Angeles-Long Beach-Anaheim, CA | 270 | |
| Dallas-Fort Worth-Arlington, TX | 190 | |
| Phoenix-Mesa-Chandler, AZ | 150 | |
| Memphis, TN-MS-AR | 39 | 6.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| los | 270 | |
| angeles-long | 270 | |
| beach-anaheim | 270 | |
| ca | 270 | |
| dallas-fort | 190 | |
| worth-arlington | 190 | |
| tx | 190 | |
| phoenix-mesa-chandler | 150 | |
| az | 150 | |
| memphis | 39 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1569 | 8.1% |
| n | 1490 | 7.6% |
| 1379 | 7.1% | |
| - | 1298 | 6.7% |
| o | 1260 | 6.5% |
| a | 1220 | 6.3% |
| A | 1189 | 6.1% |
| h | 1069 | 5.5% |
| l | 990 | 5.1% |
| s | 919 | 4.7% |
| Other values (24) | 7100 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 19483 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1569 | 8.1% |
| n | 1490 | 7.6% |
| 1379 | 7.1% | |
| - | 1298 | 6.7% |
| o | 1260 | 6.5% |
| a | 1220 | 6.3% |
| A | 1189 | 6.1% |
| h | 1069 | 5.5% |
| l | 990 | 5.1% |
| s | 919 | 4.7% |
| Other values (24) | 7100 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 19483 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1569 | 8.1% |
| n | 1490 | 7.6% |
| 1379 | 7.1% | |
| - | 1298 | 6.7% |
| o | 1260 | 6.5% |
| a | 1220 | 6.3% |
| A | 1189 | 6.1% |
| h | 1069 | 5.5% |
| l | 990 | 5.1% |
| s | 919 | 4.7% |
| Other values (24) | 7100 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 19483 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1569 | 8.1% |
| n | 1490 | 7.6% |
| 1379 | 7.1% | |
| - | 1298 | 6.7% |
| o | 1260 | 6.5% |
| a | 1220 | 6.3% |
| A | 1189 | 6.1% |
| h | 1069 | 5.5% |
| l | 990 | 5.1% |
| s | 919 | 4.7% |
| Other values (24) | 7100 |
Interactions
Correlations
| ZCTA5CE | commute_min_proxy | long45_share | long60_share | metro_key | metro_name | rent_to_income | stops_per_km2 | ttw_total | zori | |
|---|---|---|---|---|---|---|---|---|---|---|
| ZCTA5CE | 1.000 | 0.355 | 0.329 | 0.342 | 0.999 | 0.999 | 0.256 | 0.441 | 0.071 | 0.731 |
| commute_min_proxy | 0.355 | 1.000 | 0.993 | 0.974 | 0.365 | 0.365 | 0.003 | -0.093 | 0.004 | 0.462 |
| long45_share | 0.329 | 0.993 | 1.000 | 0.952 | 0.346 | 0.346 | -0.020 | -0.108 | -0.008 | 0.453 |
| long60_share | 0.342 | 0.974 | 0.952 | 1.000 | 0.345 | 0.345 | 0.004 | -0.106 | 0.007 | 0.440 |
| metro_key | 0.999 | 0.365 | 0.346 | 0.345 | 1.000 | 1.000 | 0.203 | 0.188 | 0.094 | 0.424 |
| metro_name | 0.999 | 0.365 | 0.346 | 0.345 | 1.000 | 1.000 | 0.203 | 0.188 | 0.094 | 0.424 |
| rent_to_income | 0.256 | 0.003 | -0.020 | 0.004 | 0.203 | 0.203 | 1.000 | 0.428 | 0.175 | 0.009 |
| stops_per_km2 | 0.441 | -0.093 | -0.108 | -0.106 | 0.188 | 0.188 | 0.428 | 1.000 | 0.169 | 0.246 |
| ttw_total | 0.071 | 0.004 | -0.008 | 0.007 | 0.094 | 0.094 | 0.175 | 0.169 | 1.000 | -0.129 |
| zori | 0.731 | 0.462 | 0.453 | 0.440 | 0.424 | 0.424 | 0.009 | 0.246 | -0.129 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| ZCTA5CE | rent_to_income | long45_share | long60_share | commute_min_proxy | ttw_total | period | zori | stops_per_km2 | metro_key | metro_name | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 85003 | 0.291375 | 0.068853 | 0.059311 | 5.513359 | 2788.0 | 2025-09-30 | 1781.142157 | 17.295065 | phoenix | Phoenix-Mesa-Chandler, AZ |
| 1 | 85004 | 0.382202 | 0.096454 | 0.065302 | 6.517524 | 5738.0 | 2025-09-30 | 1824.106878 | 18.415723 | phoenix | Phoenix-Mesa-Chandler, AZ |
| 2 | 85006 | 0.243999 | 0.050274 | 0.033701 | 3.614925 | 9884.0 | 2025-09-30 | 1438.695628 | 12.964971 | phoenix | Phoenix-Mesa-Chandler, AZ |
| 3 | 85007 | 0.255801 | 0.106325 | 0.078456 | 7.746845 | 5308.0 | 2025-09-30 | 1450.002646 | 11.023520 | phoenix | Phoenix-Mesa-Chandler, AZ |
| 4 | 85008 | 0.264548 | 0.076328 | 0.052986 | 5.717924 | 29411.0 | 2025-09-30 | 1457.858483 | 6.127955 | phoenix | Phoenix-Mesa-Chandler, AZ |
| 5 | 85009 | 0.304269 | 0.121118 | 0.072109 | 8.291776 | 18879.0 | 2025-09-30 | 1538.611111 | 5.657946 | phoenix | Phoenix-Mesa-Chandler, AZ |
| 6 | 85012 | 0.225960 | 0.102554 | 0.074498 | 7.341529 | 7638.0 | 2025-09-30 | 1580.389167 | 16.703535 | phoenix | Phoenix-Mesa-Chandler, AZ |
| 7 | 85013 | 0.225363 | 0.083738 | 0.047596 | 5.971926 | 4383.0 | 2025-09-30 | 1609.626088 | 13.120349 | phoenix | Phoenix-Mesa-Chandler, AZ |
| 8 | 85014 | 0.227957 | 0.069858 | 0.055543 | 5.161380 | 13110.0 | 2025-09-30 | 1545.961924 | 12.362612 | phoenix | Phoenix-Mesa-Chandler, AZ |
| 9 | 85015 | 0.306454 | 0.104775 | 0.064676 | 7.309393 | 21158.0 | 2025-09-30 | 1253.544358 | 10.399347 | phoenix | Phoenix-Mesa-Chandler, AZ |
| ZCTA5CE | rent_to_income | long45_share | long60_share | commute_min_proxy | ttw_total | period | zori | stops_per_km2 | metro_key | metro_name | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 639 | 76226 | 0.195182 | 0.210505 | 0.153878 | 14.946392 | 20553.0 | 2025-09-30 | 2947.537500 | 0.000000 | dallas | Dallas-Fort Worth-Arlington, TX |
| 640 | 76227 | 0.221072 | 0.309831 | 0.252948 | 22.798174 | 22320.0 | 2025-09-30 | 1810.520482 | 0.000000 | dallas | Dallas-Fort Worth-Arlington, TX |
| 641 | 76244 | 0.229871 | 0.178940 | 0.131208 | 12.680539 | 27329.0 | 2025-09-30 | 2108.942230 | 0.181381 | dallas | Dallas-Fort Worth-Arlington, TX |
| 642 | 76247 | 0.173887 | 0.299885 | 0.230646 | 21.477014 | 11163.0 | 2025-09-30 | 2214.039103 | 0.000000 | dallas | Dallas-Fort Worth-Arlington, TX |
| 643 | 76248 | 0.238864 | 0.192200 | 0.111554 | 12.932167 | 11253.0 | 2025-09-30 | 1963.194152 | 0.000000 | dallas | Dallas-Fort Worth-Arlington, TX |
| 644 | 76249 | 0.185855 | 0.259831 | 0.185836 | 18.211468 | 3448.0 | NaT | NaN | 0.000000 | dallas | Dallas-Fort Worth-Arlington, TX |
| 645 | 76258 | 0.208610 | 0.368871 | 0.212657 | 24.485747 | 1754.0 | 2025-09-30 | 1956.916667 | 0.000000 | dallas | Dallas-Fort Worth-Arlington, TX |
| 646 | 76259 | 0.256050 | 0.233993 | 0.233993 | 17.549476 | 859.0 | NaT | NaN | 0.000000 | dallas | Dallas-Fort Worth-Arlington, TX |
| 647 | 76262 | 0.169759 | 0.176057 | 0.131106 | 12.436894 | 20415.0 | 2025-09-30 | 1744.570446 | 0.000000 | dallas | Dallas-Fort Worth-Arlington, TX |
| 648 | 76266 | 0.179354 | 0.184498 | 0.141291 | 13.385352 | 12616.0 | 2025-09-30 | 1996.277778 | 0.000000 | dallas | Dallas-Fort Worth-Arlington, TX |